John Karanja

The field guide · rule 13 of 16

Keep AI on a budget and on the facts

Treat AI like any paid service that is sometimes wrong: cap the cost, give it checked facts, check its answers, and keep a person in charge.

What it means

AI can do real work, but it costs money each time and it can be wrong with confidence. Send each task to the cheapest model that can do it. Cap the spending. Give it only checked facts to work from. Ask for answers in a fixed format, check them, and keep a person in charge of anything that matters, such as money or what you publish.

What goes wrong without it

An AI assistant invents a price that is not on your site, and a customer holds you to it.

How I build it

From systems I build and run.

Ask your team

  1. Is there a spending cap on your AI use?
  2. Does your AI work only from sources you have approved?
  3. Does a person approve anything that moves money or goes public?

A "no" or "not sure" is worth a closer look.

How a review checks this

The AI readiness review maps where the AI reads, what it may do, who checks it and what it costs, before a small trial.

Request a reviewThe offer: AI readiness reviewCheck your system in one minute

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